Publications

Educators

Alexandra (Allie) Feldberg is an Assistant Professor of Business Administration in the Organizational Behavior Unit at Harvard Business School.

Professor Feldberg uses qualitative and quantitative methods to examine intersections between gender,... View Details

September 2000
Case

MCI-WorldCom Combination, The (A)

By: Paul M. Healy and Jacob Cohen

Outlines the accounting decision faced by WorldCom in its acquisition of MCI. Two methods are discussed (purchase and pooling) and students are asked to evaluate which would be more suitable for WorldCom. View Details

Keywords: Mergers and Acquisitions; Accounting; Telecommunications Industry

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25 Jul 2015
News

John discusses how to turn irrationality into an advantage

August 1993 (Revised December 1997)
Background Note

Decision Analysis

Describes decision analysis, a systemic approach for analyzing decision problems. A running example illustrates problem structuring (decision trees), probability assessment and endpoint evaluation, folding back the tree as a method of analysis, and sensitivity... View Details

Keywords: Analysis; Decision Making

Educators

Article

Towards the Unification and Robustness of Perturbation and Gradient Based Explanations

By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju

As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details

Keywords: Machine Learning; Black Box Explanations; Decision Making; Forecasting and Prediction; Information Technology

October 2000 (Revised December 2000)
Exercise

Participant and Leader Behavior: Group Decision Simulation (B)

This series provides the instructions for a group decision-making simulation in which students experience four different methods for leading a group decision process. In the simulation, all students work in groups, with one person designated as the team leader. All... View Details

Keywords: Groups and Teams; Decision Making

October 2000 (Revised December 2000)
Exercise

Participant and Leader Behavior: Group Decision Simulation (A)

This series provides the instructions for a group decision-making simulation in which students experience four different methods for leading a group decision process. In the simulation, all students work in groups, with one person designated as the team leader. All... View Details

Keywords: Groups and Teams; Decision Making

Research Summary

Overview

Jenny is broadly interested in interpretable machine learning (ML), identity and inequality, and improving existing methods used to answer social and policy-relevant questions. Her recent projects have focused on developing tools that explore how LLMs are reshaping... View Details

13 Apr 2017
News

Three men + software = l'Elysée?

23 Nov 2021
Video

Senior Lecturer Kristin Mugford: Experiential

Video

Class Day: Narakesari Narayandas

March–April 2023
Article

Pricing for Heterogeneous Products: Analytics for Ticket Reselling

By: Michael Alley, Max Biggs, Rim Hariss, Charles Herrmann, Michael Lingzhi Li and Georgia Perakis

Problem definition: We present a data-driven study of the secondary ticket market. In particular, we are primarily concerned with accurately estimating price sensitivity for listed tickets. In this setting, there are many issues including endogeneity, heterogeneity in... View Details

Keywords: Price; Demand and Consumers; AI and Machine Learning; Investment Return; Entertainment and Recreation Industry; Sports Industry

March/April 2003
Article

Internet Filtering in China

By: Jonathan Zittrain and Benjamin Edelman

The Chinese government has made few official statements about its filtering of Internet content, but this report explores the scope, depth, and various methods used to selectively bar Internet access through networks in China. View Details

Keywords: Governing Rules, Regulations, and Reforms; Government and Politics; Networks; Internet; China

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2023
Working Paper

Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill

In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides... View Details

Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects

2007
Working Paper

Choice, Rationality and Welfare Measurement

By: Jerry R. Green and Daniel A. Hojman

We present a method for evaluating the welfare of a decision maker, based on observed choice data. Unlike the standard economic theory of revealed preference, our method can be used whether or not the observed choices are rational. Paralleling the standard theory we... View Details

Keywords: Welfare Economics; Behavioral Economics; Psychology; Decision Making; Economics; Voting

March 2008 (Revised June 2012)
Background Note

ADR Choices

By: Michael Wheeler, James Sebenius and Marjorie Aaron

Six different business disputes, all in the shadow of pending litigation, are described. Students are asked to recommend the appropriate method of dispute resolution (mediation, arbitration, mini-trial, etc.) for each one, depending on the circumstances, especially to... View Details

Keywords: Lawsuits and Litigation; Managerial Roles; Negotiation; Agreements and Arrangements; Conflict Management

Educators